Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 13543 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 128.0 B |
Variable types
| Numeric | 16 |
|---|
Area is highly correlated with Perimeter and 12 other fields | High correlation |
Perimeter is highly correlated with Area and 13 other fields | High correlation |
MajorAxisLength is highly correlated with Area and 12 other fields | High correlation |
MinorAxisLength is highly correlated with Area and 11 other fields | High correlation |
AspectRation is highly correlated with Area and 13 other fields | High correlation |
Eccentricity is highly correlated with Area and 13 other fields | High correlation |
ConvexArea is highly correlated with Area and 12 other fields | High correlation |
EquivDiameter is highly correlated with Area and 12 other fields | High correlation |
Solidity is highly correlated with Perimeter and 2 other fields | High correlation |
roundness is highly correlated with Area and 14 other fields | High correlation |
Compactness is highly correlated with Area and 13 other fields | High correlation |
ShapeFactor1 is highly correlated with Area and 11 other fields | High correlation |
ShapeFactor2 is highly correlated with Area and 12 other fields | High correlation |
ShapeFactor3 is highly correlated with Area and 13 other fields | High correlation |
ShapeFactor4 is highly correlated with Area and 11 other fields | High correlation |
Extent is highly correlated with AspectRation and 4 other fields | High correlation |
MajorAxisLength has unique values | Unique |
MinorAxisLength has unique values | Unique |
AspectRation has unique values | Unique |
Eccentricity has unique values | Unique |
roundness has unique values | Unique |
Compactness has unique values | Unique |
ShapeFactor1 has unique values | Unique |
ShapeFactor2 has unique values | Unique |
ShapeFactor3 has unique values | Unique |
ShapeFactor4 has unique values | Unique |
Reproduction
| Analysis started | 2022-11-02 21:39:33.498881 |
|---|---|
| Analysis finished | 2022-11-02 21:39:54.635379 |
| Duration | 21.14 seconds |
| Software version | pandas-profiling v3.4.0 |
| Download configuration | config.json |
| Distinct | 12011 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -2.544113169 |
|---|---|
| Maximum | 2.543527285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7035 |
| Negative (%) | 51.9% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.544113169 |
|---|---|
| 5-th percentile | -1.6244325 |
| Q1 | -0.7245389724 |
| median | -0.05271276157 |
| Q3 | 0.799370421 |
| 95-th percentile | 1.473718232 |
| Maximum | 2.543527285 |
| Range | 5.087640454 |
| Interquartile range (IQR) | 1.523909393 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | -0.5329761666 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.7501886897 |
| Skewness | 0.1138324874 |
| Sum | 9.094947018 × 10-13 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.8839392551 | 4 | < 0.1% |
| -0.7405558412 | 4 | < 0.1% |
| 0.4130638844 | 4 | < 0.1% |
| -1.390078516 | 4 | < 0.1% |
| -1.569190098 | 4 | < 0.1% |
| -0.8665712321 | 4 | < 0.1% |
| -0.5334300726 | 4 | < 0.1% |
| -0.5466584082 | 4 | < 0.1% |
| -0.3599752434 | 4 | < 0.1% |
| -0.5234427693 | 4 | < 0.1% |
| Other values (12001) | 13503 |
| Value | Count | Frequency (%) |
| -2.544113169 | 1 | |
| -2.538035952 | 1 | |
| -2.526450448 | 1 | |
| -2.504030635 | 1 | |
| -2.493742055 | 1 | |
| -2.47239685 | 1 | |
| -2.450717597 | 1 | |
| -2.421796378 | 1 | |
| -2.417192637 | 1 | |
| -2.410564026 | 1 |
| Value | Count | Frequency (%) |
| 2.543527285 | 1 | |
| 2.53416301 | 1 | |
| 2.525149603 | 1 | |
| 2.503194921 | 1 | |
| 2.490222663 | 1 | |
| 2.482470832 | 1 | |
| 2.478679327 | 1 | |
| 2.469691526 | 1 | |
| 2.46901903 | 1 | |
| 2.455098472 | 1 |
| Distinct | 13406 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.357803669 × 10-17 |
| Minimum | -2.641663779 |
|---|---|
| Maximum | 2.691290481 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7064 |
| Negative (%) | 52.2% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.641663779 |
|---|---|
| 5-th percentile | -1.586620234 |
| Q1 | -0.7655198618 |
| median | -0.06528688633 |
| Q3 | 0.8449838314 |
| 95-th percentile | 1.444240996 |
| Maximum | 2.691290481 |
| Range | 5.33295426 |
| Interquartile range (IQR) | 1.610503693 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | 2.978247152 × 1016 |
| Kurtosis | -0.6310728687 |
| Mean | 3.357803669 × 10-17 |
| Median Absolute Deviation (MAD) | 0.8036662509 |
| Skewness | 0.1026067629 |
| Sum | 0 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.9422683312 | 3 | < 0.1% |
| 0.3294703533 | 2 | < 0.1% |
| 0.6289520709 | 2 | < 0.1% |
| 0.009493677105 | 2 | < 0.1% |
| -1.56573419 | 2 | < 0.1% |
| 1.062604954 | 2 | < 0.1% |
| -1.395287586 | 2 | < 0.1% |
| -0.9008198842 | 2 | < 0.1% |
| -1.329794315 | 2 | < 0.1% |
| 0.05403730403 | 2 | < 0.1% |
| Other values (13396) | 13522 |
| Value | Count | Frequency (%) |
| -2.641663779 | 1 | |
| -2.639250619 | 1 | |
| -2.633331771 | 1 | |
| -2.596581112 | 1 | |
| -2.568784823 | 1 | |
| -2.567053268 | 1 | |
| -2.561044722 | 1 | |
| -2.532069748 | 1 | |
| -2.519750626 | 1 | |
| -2.517315918 | 1 |
| Value | Count | Frequency (%) |
| 2.691290481 | 1 | |
| 2.621358077 | 1 | |
| 2.619318247 | 1 | |
| 2.592214849 | 1 | |
| 2.5791611 | 1 | |
| 2.562179433 | 1 | |
| 2.538521452 | 1 | |
| 2.53813417 | 1 | |
| 2.536443454 | 1 | |
| 2.533976877 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -2.539447477 |
|---|---|
| Maximum | 2.681326871 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6991 |
| Negative (%) | 51.6% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.539447477 |
|---|---|
| 5-th percentile | -1.483029909 |
| Q1 | -0.8514628026 |
| median | -0.05944217178 |
| Q3 | 0.8783908654 |
| 95-th percentile | 1.412821871 |
| Maximum | 2.681326871 |
| Range | 5.220774348 |
| Interquartile range (IQR) | 1.729853668 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | -0.8606543352 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.8706858572 |
| Skewness | 0.1410668239 |
| Sum | 0 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.885719488 | 1 | < 0.1% |
| -0.01036578261 | 1 | < 0.1% |
| 0.02529037564 | 1 | < 0.1% |
| 0.04633178556 | 1 | < 0.1% |
| -0.08268079937 | 1 | < 0.1% |
| -0.06563839665 | 1 | < 0.1% |
| 0.05656400279 | 1 | < 0.1% |
| -0.03020739066 | 1 | < 0.1% |
| -0.02181374771 | 1 | < 0.1% |
| -0.1574355678 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -2.539447477 | 1 | |
| -2.529321056 | 1 | |
| -2.490044462 | 1 | |
| -2.470787519 | 1 | |
| -2.440793765 | 1 | |
| -2.392849609 | 1 | |
| -2.368857366 | 1 | |
| -2.35571848 | 1 | |
| -2.33147627 | 1 | |
| -2.330761847 | 1 |
| Value | Count | Frequency (%) |
| 2.681326871 | 1 | |
| 2.679032756 | 1 | |
| 2.64092305 | 1 | |
| 2.628204566 | 1 | |
| 2.62399725 | 1 | |
| 2.622280898 | 1 | |
| 2.617096307 | 1 | |
| 2.603583405 | 1 | |
| 2.59996557 | 1 | |
| 2.597962045 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.357803669 × 10-17 |
| Minimum | -3.773133569 |
|---|---|
| Maximum | 2.776782145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6622 |
| Negative (%) | 48.9% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -3.773133569 |
|---|---|
| 5-th percentile | -1.725034991 |
| Q1 | -0.6198361442 |
| median | 0.02037156823 |
| Q3 | 0.6819800233 |
| 95-th percentile | 1.466099046 |
| Maximum | 2.776782145 |
| Range | 6.549915714 |
| Interquartile range (IQR) | 1.301816167 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | -2.978247152 × 1016 |
| Kurtosis | 0.04924339445 |
| Mean | -3.357803669 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6518031891 |
| Skewness | -0.0201715851 |
| Sum | 0 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.7078253553 | 1 | < 0.1% |
| 0.1755221389 | 1 | < 0.1% |
| 0.107918977 | 1 | < 0.1% |
| 0.08306980946 | 1 | < 0.1% |
| 0.2500015884 | 1 | < 0.1% |
| 0.220101637 | 1 | < 0.1% |
| 0.09734119515 | 1 | < 0.1% |
| 0.1960104594 | 1 | < 0.1% |
| 0.1855384073 | 1 | < 0.1% |
| 0.3449695691 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -3.773133569 | 1 | |
| -3.260557706 | 1 | |
| -3.248438102 | 1 | |
| -3.179113318 | 1 | |
| -3.130616341 | 1 | |
| -3.081425781 | 1 | |
| -3.078391342 | 1 | |
| -3.070748377 | 1 | |
| -3.070084303 | 1 | |
| -3.04721357 | 1 |
| Value | Count | Frequency (%) |
| 2.776782145 | 1 | |
| 2.735603895 | 1 | |
| 2.728432124 | 1 | |
| 2.719695958 | 1 | |
| 2.713410798 | 1 | |
| 2.688637706 | 1 | |
| 2.665822028 | 1 | |
| 2.650319532 | 1 | |
| 2.649361213 | 1 | |
| 2.637651018 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -2.872390761 |
|---|---|
| Maximum | 2.718775684 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6841 |
| Negative (%) | 50.5% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.872390761 |
|---|---|
| 5-th percentile | -1.764521394 |
| Q1 | -0.5671204642 |
| median | -0.01153165488 |
| Q3 | 0.5984932504 |
| 95-th percentile | 1.788141615 |
| Maximum | 2.718775684 |
| Range | 5.591166445 |
| Interquartile range (IQR) | 1.165613715 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | -0.2170020279 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.5823195206 |
| Skewness | -0.009759682583 |
| Sum | 2.273736754 × 10-13 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.826640187 | 1 | < 0.1% |
| -0.1526436686 | 1 | < 0.1% |
| -0.02511007194 | 1 | < 0.1% |
| 0.03250399597 | 1 | < 0.1% |
| -0.3463438326 | 1 | < 0.1% |
| -0.285794308 | 1 | < 0.1% |
| 0.03236670779 | 1 | < 0.1% |
| -0.2054094532 | 1 | < 0.1% |
| -0.1809857694 | 1 | < 0.1% |
| -0.5738308777 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -2.872390761 | 1 | |
| -2.799577284 | 1 | |
| -2.764792107 | 1 | |
| -2.73225111 | 1 | |
| -2.719617428 | 1 | |
| -2.718093267 | 1 | |
| -2.647273241 | 1 | |
| -2.647196568 | 1 | |
| -2.62297274 | 1 | |
| -2.619563258 | 1 |
| Value | Count | Frequency (%) |
| 2.718775684 | 1 | |
| 2.615210349 | 1 | |
| 2.611488611 | 1 | |
| 2.601071983 | 1 | |
| 2.552397166 | 1 | |
| 2.537804954 | 1 | |
| 2.517950407 | 1 | |
| 2.510791126 | 1 | |
| 2.504182782 | 1 | |
| 2.49962374 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.511011651 × 10-16 |
| Minimum | -3.351992598 |
|---|---|
| Maximum | 2.495349533 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6982 |
| Negative (%) | 51.6% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -3.351992598 |
|---|---|
| 5-th percentile | -1.735082213 |
| Q1 | -0.5754540149 |
| median | -0.03530007985 |
| Q3 | 0.6137490623 |
| 95-th percentile | 1.791113771 |
| Maximum | 2.495349533 |
| Range | 5.847342131 |
| Interquartile range (IQR) | 1.189203077 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | -6.618327005 × 1015 |
| Kurtosis | -0.2381997868 |
| Mean | -1.511011651 × 10-16 |
| Median Absolute Deviation (MAD) | 0.5905012481 |
| Skewness | -0.005182552134 |
| Sum | -1.818989404 × 10-12 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.802024353 | 1 | < 0.1% |
| -0.1777666678 | 1 | < 0.1% |
| -0.0491809382 | 1 | < 0.1% |
| 0.009955618137 | 1 | < 0.1% |
| -0.3666307925 | 1 | < 0.1% |
| -0.3083323613 | 1 | < 0.1% |
| 0.009813963738 | 1 | < 0.1% |
| -0.2299490466 | 1 | < 0.1% |
| -0.2058734572 | 1 | < 0.1% |
| -0.5817373116 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -3.351992598 | 1 | |
| -3.180525202 | 1 | |
| -3.107245979 | 1 | |
| -3.042429241 | 1 | |
| -3.018106754 | 1 | |
| -3.015201848 | 1 | |
| -2.886384925 | 1 | |
| -2.886251356 | 1 | |
| -2.844613614 | 1 | |
| -2.838839945 | 1 |
| Value | Count | Frequency (%) |
| 2.495349533 | 1 | |
| 2.426800678 | 1 | |
| 2.424293535 | 1 | |
| 2.417260113 | 1 | |
| 2.384075112 | 1 | |
| 2.37402362 | 1 | |
| 2.360270601 | 1 | |
| 2.355289704 | 1 | |
| 2.350681858 | 1 | |
| 2.347497199 | 1 |
| Distinct | 12066 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.715607338 × 10-17 |
| Minimum | -2.534132994 |
|---|---|
| Maximum | 2.552584673 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7054 |
| Negative (%) | 52.1% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.534132994 |
|---|---|
| 5-th percentile | -1.618048448 |
| Q1 | -0.7287412959 |
| median | -0.05445769881 |
| Q3 | 0.8041226236 |
| 95-th percentile | 1.475015849 |
| Maximum | 2.552584673 |
| Range | 5.086717667 |
| Interquartile range (IQR) | 1.532863919 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | -1.489123576 × 1016 |
| Kurtosis | -0.54962645 |
| Mean | -6.715607338 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7532120679 |
| Skewness | 0.1182870171 |
| Sum | -9.094947018 × 10-13 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.6971297057 | 5 | < 0.1% |
| -0.1920000117 | 4 | < 0.1% |
| -0.1147972344 | 4 | < 0.1% |
| -0.5296436523 | 4 | < 0.1% |
| 0.1273060547 | 4 | < 0.1% |
| -1.242523403 | 4 | < 0.1% |
| 0.09950755413 | 4 | < 0.1% |
| -0.3050596583 | 4 | < 0.1% |
| -1.393386821 | 3 | < 0.1% |
| -0.669847482 | 3 | < 0.1% |
| Other values (12056) | 13504 |
| Value | Count | Frequency (%) |
| -2.534132994 | 1 | |
| -2.522188028 | 1 | |
| -2.515004992 | 1 | |
| -2.492965993 | 1 | |
| -2.483660333 | 1 | |
| -2.465628767 | 1 | |
| -2.429324379 | 1 | |
| -2.412651995 | 1 | |
| -2.412252425 | 1 | |
| -2.393502613 | 1 |
| Value | Count | Frequency (%) |
| 2.552584673 | 1 | |
| 2.536090364 | 1 | |
| 2.51750761 | 1 | |
| 2.496891565 | 1 | |
| 2.485406246 | 1 | |
| 2.477684682 | 1 | |
| 2.474697297 | 1 | |
| 2.461176668 | 1 | |
| 2.460039375 | 1 | |
| 2.455319309 | 1 |
| Distinct | 12011 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.715607338 × 10-17 |
| Minimum | -2.849788999 |
|---|---|
| Maximum | 2.702064001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6882 |
| Negative (%) | 50.8% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.849788999 |
|---|---|
| 5-th percentile | -1.679309142 |
| Q1 | -0.686852075 |
| median | -0.02024268553 |
| Q3 | 0.766979219 |
| 95-th percentile | 1.427818472 |
| Maximum | 2.702064001 |
| Range | 5.551852999 |
| Interquartile range (IQR) | 1.453831294 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | -1.489123576 × 1016 |
| Kurtosis | -0.2933899429 |
| Mean | -6.715607338 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7224230361 |
| Skewness | 0.04233645978 |
| Sum | -1.364242053 × 10-12 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.853618681 | 4 | < 0.1% |
| -0.7034495413 | 4 | < 0.1% |
| 0.4115920816 | 4 | < 0.1% |
| -1.40823969 | 4 | < 0.1% |
| -1.614533908 | 4 | < 0.1% |
| -0.8352743773 | 4 | < 0.1% |
| -0.4914692359 | 4 | < 0.1% |
| -0.5048387168 | 4 | < 0.1% |
| -0.3182164852 | 4 | < 0.1% |
| -0.4813903062 | 4 | < 0.1% |
| Other values (12001) | 13503 |
| Value | Count | Frequency (%) |
| -2.849788999 | 1 | |
| -2.841406564 | 1 | |
| -2.825453419 | 1 | |
| -2.79468147 | 1 | |
| -2.780603879 | 1 | |
| -2.751485052 | 1 | |
| -2.722030116 | 1 | |
| -2.682921431 | 1 | |
| -2.676715456 | 1 | |
| -2.667789217 | 1 |
| Value | Count | Frequency (%) |
| 2.702064001 | 1 | |
| 2.688843035 | 1 | |
| 2.676166466 | 1 | |
| 2.645487089 | 1 | |
| 2.62748932 | 1 | |
| 2.616779569 | 1 | |
| 2.611553502 | 1 | |
| 2.59919678 | 1 | |
| 2.598273995 | 1 | |
| 2.579227803 | 1 |
| Distinct | 13535 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.777529128 × 10-17 |
| Minimum | -2.66017277 |
|---|---|
| Maximum | 3.684092083 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6651 |
| Negative (%) | 49.1% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.66017277 |
|---|---|
| 5-th percentile | -1.648236025 |
| Q1 | -0.7831073779 |
| median | 0.02966873109 |
| Q3 | 0.7589095359 |
| 95-th percentile | 1.57583431 |
| Maximum | 3.684092083 |
| Range | 6.344264853 |
| Interquartile range (IQR) | 1.542016914 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | 2.647330802 × 1016 |
| Kurtosis | -0.5732839173 |
| Mean | 3.777529128 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7731394507 |
| Skewness | -0.05777768474 |
| Sum | 4.547473509 × 10-13 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.4621901357 | 2 | < 0.1% |
| -0.6817266166 | 2 | < 0.1% |
| 0.5703123242 | 2 | < 0.1% |
| -0.8326123317 | 2 | < 0.1% |
| -0.370570157 | 2 | < 0.1% |
| -1.183195872 | 2 | < 0.1% |
| 0.4931783681 | 2 | < 0.1% |
| -0.8730556164 | 2 | < 0.1% |
| 0.9739779539 | 1 | < 0.1% |
| 0.5454128323 | 1 | < 0.1% |
| Other values (13525) | 13525 |
| Value | Count | Frequency (%) |
| -2.66017277 | 1 | |
| -2.559667797 | 1 | |
| -2.558785897 | 1 | |
| -2.527508521 | 1 | |
| -2.527170494 | 1 | |
| -2.509620925 | 1 | |
| -2.508071613 | 1 | |
| -2.499067202 | 1 | |
| -2.492921971 | 1 | |
| -2.489472123 | 1 |
| Value | Count | Frequency (%) |
| 3.684092083 | 1 | |
| 3.352321481 | 1 | |
| 3.119907291 | 1 | |
| 3.096311549 | 1 | |
| 3.083129496 | 1 | |
| 3.033766135 | 1 | |
| 3.013618535 | 1 | |
| 2.947316094 | 1 | |
| 2.921065168 | 1 | |
| 2.855990219 | 1 |
| Distinct | 13526 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.308490022 × 10-17 |
| Minimum | -3.79266383 |
|---|---|
| Maximum | 3.322939434 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6719 |
| Negative (%) | 49.6% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -3.79266383 |
|---|---|
| 5-th percentile | -1.659095973 |
| Q1 | -0.6793153916 |
| median | 0.008527680111 |
| Q3 | 0.6743746288 |
| 95-th percentile | 1.66397696 |
| Maximum | 3.322939434 |
| Range | 7.115603265 |
| Interquartile range (IQR) | 1.35369002 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | 4.331995858 × 1016 |
| Kurtosis | -0.2243718133 |
| Mean | 2.308490022 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6754735082 |
| Skewness | -0.02826281864 |
| Sum | 3.410605132 × 10-13 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5126210034 | 2 | < 0.1% |
| -0.06957576614 | 2 | < 0.1% |
| 0.4312189484 | 2 | < 0.1% |
| 0.2683754015 | 2 | < 0.1% |
| 0.9449044136 | 2 | < 0.1% |
| 0.5612615796 | 2 | < 0.1% |
| -0.3759630713 | 2 | < 0.1% |
| 0.7967999791 | 2 | < 0.1% |
| 0.7563874556 | 2 | < 0.1% |
| 1.018660929 | 2 | < 0.1% |
| Other values (13516) | 13523 |
| Value | Count | Frequency (%) |
| -3.79266383 | 1 | |
| -3.276677397 | 1 | |
| -3.249981644 | 1 | |
| -3.193498864 | 1 | |
| -3.191108201 | 1 | |
| -3.164277082 | 1 | |
| -3.124856568 | 1 | |
| -3.122512911 | 1 | |
| -3.035455851 | 1 | |
| -2.992001798 | 1 |
| Value | Count | Frequency (%) |
| 3.322939434 | 1 | |
| 3.115254546 | 1 | |
| 3.03442118 | 1 | |
| 3.003173419 | 1 | |
| 2.914934101 | 1 | |
| 2.91466262 | 1 | |
| 2.892910461 | 1 | |
| 2.824096518 | 1 | |
| 2.806875114 | 1 | |
| 2.797773754 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -4.16508363 |
|---|---|
| Maximum | 2.49957336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6604 |
| Negative (%) | 48.8% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -4.16508363 |
|---|---|
| 5-th percentile | -1.561397515 |
| Q1 | -0.7675563641 |
| median | 0.03365732451 |
| Q3 | 0.7071627329 |
| 95-th percentile | 1.692138069 |
| Maximum | 2.49957336 |
| Range | 6.66465699 |
| Interquartile range (IQR) | 1.474719097 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | -0.5393184188 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.7316918187 |
| Skewness | -0.03854900317 |
| Sum | 0 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.658088721 | 1 | < 0.1% |
| 0.5050079771 | 1 | < 0.1% |
| 0.2843982382 | 1 | < 0.1% |
| 0.2131490423 | 1 | < 0.1% |
| 0.6203174355 | 1 | < 0.1% |
| 0.637720113 | 1 | < 0.1% |
| 0.2726229099 | 1 | < 0.1% |
| 0.3143982242 | 1 | < 0.1% |
| -0.04488262575 | 1 | < 0.1% |
| 0.3278852234 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -4.16508363 | 1 | |
| -3.626180197 | 1 | |
| -3.500387653 | 1 | |
| -3.464641175 | 1 | |
| -3.449243737 | 1 | |
| -3.313287238 | 1 | |
| -3.301687665 | 1 | |
| -3.241407406 | 1 | |
| -3.211466263 | 1 | |
| -3.201194769 | 1 |
| Value | Count | Frequency (%) |
| 2.49957336 | 1 | |
| 2.425695314 | 1 | |
| 2.403602009 | 1 | |
| 2.396243565 | 1 | |
| 2.39285622 | 1 | |
| 2.377737472 | 1 | |
| 2.377419314 | 1 | |
| 2.373350674 | 1 | |
| 2.347307748 | 1 | |
| 2.34495925 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.357803669 × 10-17 |
| Minimum | -2.625977594 |
|---|---|
| Maximum | 3.00703326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6600 |
| Negative (%) | 48.7% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.625977594 |
|---|---|
| 5-th percentile | -1.787749376 |
| Q1 | -0.6009897421 |
| median | 0.02438124913 |
| Q3 | 0.5585793864 |
| 95-th percentile | 1.760090663 |
| Maximum | 3.00703326 |
| Range | 5.633010854 |
| Interquartile range (IQR) | 1.159569128 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | 2.978247152 × 1016 |
| Kurtosis | -0.2087203907 |
| Mean | 3.357803669 × 10-17 |
| Median Absolute Deviation (MAD) | 0.5772308036 |
| Skewness | 0.009205494274 |
| Sum | 0 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.826777229 | 1 | < 0.1% |
| 0.1636019264 | 1 | < 0.1% |
| 0.04737469482 | 1 | < 0.1% |
| -0.01249409791 | 1 | < 0.1% |
| 0.3544470366 | 1 | < 0.1% |
| 0.3065559405 | 1 | < 0.1% |
| -0.03983252612 | 1 | < 0.1% |
| 0.2069435635 | 1 | < 0.1% |
| 0.1833460585 | 1 | < 0.1% |
| 0.5655486414 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -2.625977594 | 1 | |
| -2.546458751 | 1 | |
| -2.539344499 | 1 | |
| -2.526639146 | 1 | |
| -2.490137123 | 1 | |
| -2.485545727 | 1 | |
| -2.48304429 | 1 | |
| -2.442545361 | 1 | |
| -2.438561479 | 1 | |
| -2.433966262 | 1 |
| Value | Count | Frequency (%) |
| 3.00703326 | 1 | |
| 2.91640453 | 1 | |
| 2.881698007 | 1 | |
| 2.83879838 | 1 | |
| 2.825351325 | 1 | |
| 2.820567822 | 1 | |
| 2.73963698 | 1 | |
| 2.738934315 | 1 | |
| 2.711227943 | 1 | |
| 2.70662035 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.715607338 × 10-17 |
| Minimum | -2.805680907 |
|---|---|
| Maximum | 4.356165556 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6875 |
| Negative (%) | 50.8% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.805680907 |
|---|---|
| 5-th percentile | -1.48781022 |
| Q1 | -0.6519365874 |
| median | -0.01302726104 |
| Q3 | 0.5946138007 |
| 95-th percentile | 1.715928757 |
| Maximum | 4.356165556 |
| Range | 7.161846463 |
| Interquartile range (IQR) | 1.246550388 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | 1.489123576 × 1016 |
| Kurtosis | 0.276768804 |
| Mean | 6.715607338 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6234087533 |
| Skewness | 0.01117682259 |
| Sum | 4.547473509 × 10-13 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.657097377 | 1 | < 0.1% |
| -0.1622081743 | 1 | < 0.1% |
| -0.1042048424 | 1 | < 0.1% |
| -0.07713063523 | 1 | < 0.1% |
| -0.2377432886 | 1 | < 0.1% |
| -0.217729641 | 1 | < 0.1% |
| -0.06547098652 | 1 | < 0.1% |
| -0.1754299813 | 1 | < 0.1% |
| -0.1652797724 | 1 | < 0.1% |
| -0.3239944597 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -2.805680907 | 1 | |
| -2.757397172 | 1 | |
| -2.754654991 | 1 | |
| -2.743291656 | 1 | |
| -2.728631095 | 1 | |
| -2.724111236 | 1 | |
| -2.703267014 | 1 | |
| -2.692714968 | 1 | |
| -2.683253614 | 1 | |
| -2.676660221 | 1 |
| Value | Count | Frequency (%) |
| 4.356165556 | 1 | |
| 3.639757779 | 1 | |
| 3.546965123 | 1 | |
| 3.450669491 | 1 | |
| 3.415578962 | 1 | |
| 3.351512587 | 1 | |
| 3.348145495 | 1 | |
| 3.342011478 | 1 | |
| 3.331177866 | 1 | |
| 3.280210606 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.036705503 × 10-17 |
| Minimum | -2.189008127 |
|---|---|
| Maximum | 2.772052763 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6556 |
| Negative (%) | 48.4% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.189008127 |
|---|---|
| 5-th percentile | -1.450148964 |
| Q1 | -0.9512690094 |
| median | 0.05279886907 |
| Q3 | 0.8001313724 |
| 95-th percentile | 1.580845719 |
| Maximum | 2.772052763 |
| Range | 4.961060889 |
| Interquartile range (IQR) | 1.751400382 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | -1.985498101 × 1016 |
| Kurtosis | -1.050078034 |
| Mean | -5.036705503 × 10-17 |
| Median Absolute Deviation (MAD) | 0.8707679565 |
| Skewness | 0.06294451057 |
| Sum | -9.094947018 × 10-13 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.130426727 | 1 | < 0.1% |
| 0.08722387642 | 1 | < 0.1% |
| 0.01337510219 | 1 | < 0.1% |
| -0.02630022784 | 1 | < 0.1% |
| 0.2172484067 | 1 | < 0.1% |
| 0.1852900033 | 1 | < 0.1% |
| -0.0447945746 | 1 | < 0.1% |
| 0.1188818351 | 1 | < 0.1% |
| 0.1031569624 | 1 | < 0.1% |
| 0.3582238642 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -2.189008127 | 1 | |
| -2.182869064 | 1 | |
| -2.181009145 | 1 | |
| -2.170980755 | 1 | |
| -2.132949521 | 1 | |
| -2.131560719 | 1 | |
| -2.127954867 | 1 | |
| -2.107493102 | 1 | |
| -2.099075629 | 1 | |
| -2.096508024 | 1 |
| Value | Count | Frequency (%) |
| 2.772052763 | 1 | |
| 2.660764916 | 1 | |
| 2.649042081 | 1 | |
| 2.626531221 | 1 | |
| 2.579083038 | 1 | |
| 2.534629827 | 1 | |
| 2.491036214 | 1 | |
| 2.471147781 | 1 | |
| 2.463204949 | 1 | |
| 2.438762928 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.715607338 × 10-17 |
| Minimum | -2.584342953 |
|---|---|
| Maximum | 3.024851083 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6584 |
| Negative (%) | 48.6% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.584342953 |
|---|---|
| 5-th percentile | -1.787388711 |
| Q1 | -0.6046946858 |
| median | 0.02801683691 |
| Q3 | 0.5608613921 |
| 95-th percentile | 1.756211403 |
| Maximum | 3.024851083 |
| Range | 5.609194037 |
| Interquartile range (IQR) | 1.165556078 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | 1.489123576 × 1016 |
| Kurtosis | -0.2230537081 |
| Mean | 6.715607338 × 10-17 |
| Median Absolute Deviation (MAD) | 0.5793010371 |
| Skewness | 0.007776509232 |
| Sum | 1.364242053 × 10-12 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.823121386 | 1 | < 0.1% |
| 0.1676298978 | 1 | < 0.1% |
| 0.05112944999 | 1 | < 0.1% |
| -0.009094319241 | 1 | < 0.1% |
| 0.3580086479 | 1 | < 0.1% |
| 0.3103186957 | 1 | < 0.1% |
| -0.03663952368 | 1 | < 0.1% |
| 0.2109517555 | 1 | < 0.1% |
| 0.1873722991 | 1 | < 0.1% |
| 0.5677782339 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -2.584342953 | 1 | |
| -2.510480079 | 1 | |
| -2.503852985 | 1 | |
| -2.492009995 | 1 | |
| -2.457931139 | 1 | |
| -2.45363885 | 1 | |
| -2.451299836 | 1 | |
| -2.413378422 | 1 | |
| -2.4096428 | 1 | |
| -2.405332766 | 1 |
| Value | Count | Frequency (%) |
| 3.024851083 | 1 | |
| 2.931252375 | 1 | |
| 2.895471445 | 1 | |
| 2.851291476 | 1 | |
| 2.837453887 | 1 | |
| 2.832532697 | 1 | |
| 2.749370173 | 1 | |
| 2.748648937 | 1 | |
| 2.720221212 | 1 | |
| 2.715495725 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.036705503 × 10-17 |
| Minimum | -2.851452456 |
|---|---|
| Maximum | 2.06580388 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6506 |
| Negative (%) | 48.0% |
| Memory size | 105.9 KiB |
Quantile statistics
| Minimum | -2.851452456 |
|---|---|
| 5-th percentile | -1.654055341 |
| Q1 | -0.7812318385 |
| median | 0.05673802321 |
| Q3 | 0.8150537248 |
| 95-th percentile | 1.519834901 |
| Maximum | 2.06580388 |
| Range | 4.917256336 |
| Interquartile range (IQR) | 1.596285563 |
Descriptive statistics
| Standard deviation | 1.000036921 |
|---|---|
| Coefficient of variation (CV) | -1.985498101 × 1016 |
| Kurtosis | -0.8491223221 |
| Mean | -5.036705503 × 10-17 |
| Median Absolute Deviation (MAD) | 0.794833231 |
| Skewness | -0.1776515729 |
| Sum | 0 |
| Variance | 1.000073844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.335841977 | 1 | < 0.1% |
| -0.01110049239 | 1 | < 0.1% |
| 0.4265458766 | 1 | < 0.1% |
| 0.1208009741 | 1 | < 0.1% |
| 0.4111642928 | 1 | < 0.1% |
| 1.268478298 | 1 | < 0.1% |
| -1.044252914 | 1 | < 0.1% |
| -0.4023087522 | 1 | < 0.1% |
| -0.4157599518 | 1 | < 0.1% |
| 0.021596266 | 1 | < 0.1% |
| Other values (13533) | 13533 |
| Value | Count | Frequency (%) |
| -2.851452456 | 1 | |
| -2.820000865 | 1 | |
| -2.80216032 | 1 | |
| -2.744130604 | 1 | |
| -2.713761566 | 1 | |
| -2.707506253 | 1 | |
| -2.705914528 | 1 | |
| -2.705872357 | 1 | |
| -2.698581137 | 1 | |
| -2.689123031 | 1 |
| Value | Count | Frequency (%) |
| 2.06580388 | 1 | |
| 2.047593098 | 1 | |
| 2.046223566 | 1 | |
| 2.02545968 | 1 | |
| 2.020648078 | 1 | |
| 2.017683612 | 1 | |
| 2.009258137 | 1 | |
| 2.003674229 | 1 | |
| 1.991936669 | 1 | |
| 1.983009876 | 1 |
Auto
The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| Area | Perimeter | MajorAxisLength | MinorAxisLength | AspectRation | Eccentricity | ConvexArea | EquivDiameter | Extent | Solidity | roundness | Compactness | ShapeFactor1 | ShapeFactor2 | ShapeFactor3 | ShapeFactor4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -1.537858 | -1.661508 | -1.885719 | -0.707825 | -1.826640 | -1.802024 | -1.537180 | -1.578040 | 0.128466 | 0.208126 | 1.658089 | 1.826777 | 0.657097 | 2.130427 | 1.823121 | 1.335842 |
| 1 | -1.499254 | -1.375625 | -2.082763 | -0.336054 | -2.421818 | -2.532863 | -1.486013 | -1.533316 | 0.673735 | -0.813659 | 0.099671 | 2.474055 | 0.304064 | 2.649042 | 2.477731 | 1.143895 |
| 2 | -1.426611 | -1.517065 | -1.768962 | -0.617890 | -1.754192 | -1.724066 | -1.428727 | -1.449865 | 0.505759 | 0.480627 | 1.410378 | 1.753389 | 0.567770 | 2.002862 | 1.749492 | 1.571212 |
| 3 | -1.357148 | -1.297382 | -1.825661 | -0.344657 | -2.082529 | -2.092748 | -1.316622 | -1.370912 | 0.636220 | -1.813024 | 0.431785 | 2.066278 | 0.341254 | 2.215797 | 2.064195 | -0.670601 |
| 4 | -1.342692 | -1.558225 | -2.048274 | -0.055485 | -2.647197 | -2.886251 | -1.349595 | -1.354583 | 0.367488 | 1.076351 | 2.344959 | 2.739637 | 0.036395 | 2.772053 | 2.749370 | 1.642302 |
| 5 | -1.327523 | -1.406717 | -1.775573 | -0.384754 | -1.979414 | -1.972362 | -1.329908 | -1.337487 | 0.438250 | 0.460717 | 1.315093 | 1.992675 | 0.344524 | 2.137418 | 1.989976 | 1.692544 |
| 6 | -1.306012 | -1.065119 | -1.813314 | -0.285130 | -2.123430 | -2.141920 | -1.290390 | -1.313307 | 0.090645 | -0.969892 | -0.477947 | 2.146913 | 0.251939 | 2.250452 | 2.145648 | 1.558942 |
| 7 | -1.301463 | -1.459466 | -1.764718 | -0.335944 | -2.011712 | -2.009553 | -1.303485 | -1.308204 | 0.302769 | 0.403395 | 1.885147 | 2.020733 | 0.304544 | 2.144425 | 2.018254 | 1.089530 |
| 8 | -1.283535 | -1.399115 | -1.751370 | -0.319443 | -2.010167 | -2.007763 | -1.282531 | -1.288124 | 0.326186 | 0.058777 | 1.565064 | 2.023581 | 0.284861 | 2.135853 | 2.021126 | 1.492004 |
| 9 | -1.267510 | -1.437011 | -1.660432 | -0.409460 | -1.805512 | -1.779119 | -1.274477 | -1.270219 | 0.665389 | 1.036078 | 1.965667 | 1.807049 | 0.369092 | 1.951576 | 1.803318 | 1.567687 |
Last rows
| Area | Perimeter | MajorAxisLength | MinorAxisLength | AspectRation | Eccentricity | ConvexArea | EquivDiameter | Extent | Solidity | roundness | Compactness | ShapeFactor1 | ShapeFactor2 | ShapeFactor3 | ShapeFactor4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13533 | -0.238961 | -0.221885 | -0.195321 | -0.197505 | -0.028635 | -0.052779 | -0.246007 | -0.199536 | 1.718126 | 0.573332 | 0.109849 | 0.050480 | 0.182262 | 0.150740 | 0.054249 | 0.403766 |
| 13534 | -0.238578 | -0.240621 | -0.114481 | -0.320148 | 0.198856 | 0.184115 | -0.248280 | -0.199163 | 0.388976 | 0.936568 | 0.226246 | -0.167179 | 0.293495 | 0.004103 | -0.165235 | 0.749021 |
| 13535 | -0.238425 | -0.231530 | -0.160606 | -0.246297 | 0.066690 | 0.045337 | -0.243964 | -0.199014 | -0.062572 | 0.384221 | 0.171064 | -0.042150 | 0.228535 | 0.088098 | -0.038976 | 0.376521 |
| 13536 | -0.236816 | -0.280658 | -0.179582 | -0.205859 | 0.001492 | -0.021953 | -0.239958 | -0.197448 | 0.253838 | 0.108803 | 0.493542 | 0.012344 | 0.199232 | 0.124064 | 0.015909 | -0.201546 |
| 13537 | -0.236816 | -0.301396 | -0.394023 | 0.068663 | -0.586985 | -0.594047 | -0.247371 | -0.197448 | -0.575671 | 1.061014 | 0.633495 | 0.590731 | -0.073383 | 0.516632 | 0.592768 | 0.985003 |
| 13538 | -0.234749 | -0.308912 | -0.184609 | -0.212555 | 0.000950 | -0.022510 | -0.243586 | -0.195436 | -0.850411 | 0.812963 | 0.697931 | 0.030098 | 0.188199 | 0.135086 | 0.033765 | 1.115223 |
| 13539 | -0.234443 | -0.325418 | -0.307031 | -0.040377 | -0.345665 | -0.365981 | -0.244645 | -0.195138 | 1.166336 | 1.008270 | 0.815829 | 0.360937 | 0.028170 | 0.358727 | 0.364467 | 1.011126 |
| 13540 | -0.231537 | -0.311722 | -0.307671 | -0.023969 | -0.363957 | -0.383487 | -0.238977 | -0.192312 | -0.591474 | 0.622663 | 0.737327 | 0.368670 | 0.021802 | 0.362621 | 0.372163 | 0.225023 |
| 13541 | -0.230926 | -0.278511 | -0.275540 | -0.055609 | -0.285071 | -0.307633 | -0.231592 | -0.191717 | -0.992589 | -0.143961 | 0.513685 | 0.283255 | 0.061140 | 0.304370 | 0.287098 | -0.383955 |
| 13542 | -0.230009 | -0.216666 | -0.079536 | -0.357017 | 0.279736 | 0.270328 | -0.236638 | -0.190826 | 0.822447 | 0.517213 | 0.125101 | -0.244815 | 0.325573 | -0.051768 | -0.243803 | 0.987158 |